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Seong Joon Oh

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Do Deep Neural Network Solutions Form a Star Domain?

Mar 12, 2024
Ankit Sonthalia, Alexander Rubinstein, Ehsan Abbasnejad, Seong Joon Oh

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Calibrating Large Language Models Using Their Generations Only

Mar 09, 2024
Dennis Ulmer, Martin Gubri, Hwaran Lee, Sangdoo Yun, Seong Joon Oh

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Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks

Feb 29, 2024
Bálint Mucsányi, Michael Kirchhof, Seong Joon Oh

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Pretrained Visual Uncertainties

Feb 27, 2024
Michael Kirchhof, Mark Collier, Seong Joon Oh, Enkelejda Kasneci

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TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Feb 20, 2024
Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh

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Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models

Nov 23, 2023
Luca Scimeca, Alexander Rubinstein, Damien Teney, Seong Joon Oh, Armand Mihai Nicolicioiu, Yoshua Bengio

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Exploring Practitioner Perspectives On Training Data Attribution Explanations

Oct 31, 2023
Elisa Nguyen, Evgenii Kortukov, Jean Song, Seong Joon Oh

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Trustworthy Machine Learning

Oct 12, 2023
Bálint Mucsányi, Michael Kirchhof, Elisa Nguyen, Alexander Rubinstein, Seong Joon Oh

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URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates

Jul 07, 2023
Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh, Enkelejda Kasneci

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ProPILE: Probing Privacy Leakage in Large Language Models

Jul 04, 2023
Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh

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